| 2026 | COMPSAC | CloudSkin: AI-Based Learning Plane for Autonomic Management in the Cloud-Edge Continuum. | Peini Liu, Joan Oliveras Torra, Marc Palacn, Ramon Nou, Josep Llus Berral, Jordi Guitart |
| 2025 | ICNP | Integrating Reliability into Intent-Driven Orchestration on Kubernetes-based Edge Nodes. | Josep Llus Berral, David Aguilera-Luzn, Peini Liu, Ramon Nou, Maria A. Serrano, Angelos Antonopoulos, Javier Santaella Snchez, Mario Jos Divn |
| 2025 | ICNP | Coupling Orchestration and DNS for Seamless Service Migration in the Edge-Cloud Continuum. | Michail Dalgitsis, Eftychia G. Datsika, Marc Palacn, Peini Liu, Javier Santaella Snchez, Maria A. Serrano, Angelos Antonopoulos |
| 2025 | ICNP | Mobility Usecase: Intelligent Service Migration in Cloud-Edge Continuum. | Peini Liu, Joan Oliveras Torra, Marc Palacn, Michail Dalgitsis, Maria A. Serrano, Eftychia G. Datsika, Angelos Antonopoulos, Javier Santaella Snchez, Jordi Guitart, Josep Llus Berral, Ramon Nou |
| 2025 | UCC | GreenWise: Intelligent Application Migration for Containerized Machine Learning Services in the Computing Continuum. | Peini Liu, Jos Santos, Filip De Turck, Jordi Guitart |
| 2025 | VISIGRAPP | Experience Replay and Zero-Shot Clustering for Continual Learning in Diabetic Retinopathy Detection. | Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Rodrigo M. Carrillo-Larco |
| 2024 | ICNP | Data-Connector: An Agent-Based Framework for Autonomous ML-Based Smart Management in Cloud-Edge Continuum. | Peini Liu, Joan Oliveras Torra, Marc Palacn, Jordi Guitart, Josep Lluis Berral, Ramon Nou |
| 2024 | ICPR | TADIL: Task-Agnostic Domain-Incremental Learning Through Task-ID Inference Using Transformer Nearest-Centroid Embeddings. | Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison |
| 2022 | CCGRID | Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters. | Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak |
| 2022 | COMPSAC | Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation. | Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak |
| 2022 | HPCC | Fine-Grained Scheduling for Containerized HPC Workloads in Kubernetes Clusters. | Peini Liu, Jordi Guitart |
| 2021 | Middleware | Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters. | Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak |
| 2018 | SEKE | Towards Reference Architecture for a Multi-layer Controlled Self-adaptive Microservice System. | Peini Liu, Xinjun Mao, Shuai Zhang, Fu Hou |
| 2018 | SEKE | A Self-Adaptation Framework of Microservice Systems (S). | Shuai Zhang, Xinjun Mao, Peini Liu, Fu Hou |
| 2018 | UIC | Generalized Nash Equilibrium Model of the Service Provisioning Problem in Multi-Cloud Competitions. | Peini Liu, Xinjun Mao, Fu Hou, Shuai Zhang |
| 2008 | NOMS | A Bayesian knowledge engineering framework for service management. | Wei Wang, Hao Wang, Bo Yang, Liang Liu, Peini Liu, Guosun Zeng |